Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006738

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002860

distance 0.243 · cross-district

#2 · Sanglicell 4930006996

distance 0.243

#3 · Sataracell 4940003296

distance 0.244 · cross-district

#4 · Sataracell 4940003659

distance 0.245 · cross-district

#5 · Sanglicell 4930006668

distance 0.251

#6 · Sataracell 4940002422

distance 0.26 · cross-district

#7 · Sataracell 4940003660

distance 0.266 · cross-district

#8 · Sataracell 4940003314

distance 0.266 · cross-district

#9 · Sataracell 4940003240

distance 0.272 · cross-district

#10 · Sataracell 4940002515

distance 0.281 · cross-district

#11 · Sataracell 4940003313

distance 0.288 · cross-district

#12 · Sataracell 4940002113

distance 0.289 · cross-district

#13 · Sanglicell 4930006744

distance 0.291

#14 · Sanglicell 4930007027

distance 0.292

#15 · Sanglicell 4930006597

distance 0.294

#16 · Sataracell 4940003592

distance 0.297 · cross-district

#17 · Sataracell 4940003663

distance 0.3 · cross-district

#18 · Sanglicell 4930005645

distance 0.303

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930006738}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.